1.Integrating explainable deep learning with multi-omics for screening progressive diagnostic biomarkers of hepatocellular carcinoma covering the "inflammation-cancer" transformation.
Saiyu LI ; Yiwen ZHANG ; Lifang GUAN ; Yijing DONG ; Mingzhe ZHANG ; Qian ZHANG ; Huarong XU ; Wei XIAO ; Zhenzhong WANG ; Yan CUI ; Qing LI
Journal of Pharmaceutical Analysis 2025;15(9):101253-101253
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2.Application of multifunctional and traditional internal stents in patients with total ureteral resection cutaneous stomy
Huarong LUO ; Yan GU ; Shengsong HUANG ; Qiongfeng XU ; Chengdang XU ; Tianru WANG
Journal of Clinical Surgery 2024;32(11):1211-1214
Objective To compare the application of multifunctional ureterostomy stent and traditional ureterostomy internal stent in patients with total ureterostomy.Methods Prospectively,102 patients with bladder cancer and undergoing elective radical cystectomy with urinary diversion admitted to our hospital from March 2019 to March 2023 were selected for the study.According to the random number rank method,the patients were divided into the study group(51 cases)and the control group(51 cases).The control group was given a traditional single-J ureteral stomy stent drainage device,and the research group was given a multifunctional ureteral stomy stent drainage device.The differences of OAI score,renal function index(eGFR),recent complications,long-term complications and quality of life(FACT-BL score)were compared between the two groups.Results OAI scores 1 month,3 months and 6 months after surgery(study group:49.33±4.07,57.29±3.90,68.25±3.76;control group:44.25±4.61,52.31±4.58,59.06±4.37)and before surgery(study group:32.71±4.32;control group:33.18±4.74)compared with higher levels(P<0.05),but the study group was higher than the control group(P<0.05).Repeated measurement ANOVA results showed that eGFR at 3 months and 6 months after surgery(study group:86.07±4.07,88.01±3.01;control group:83.09±3.06,85.06±5.09)and before surgery(study group:82.05±6.04;control group:81.03±5.06)compared with higher levels(P<0.05),but the study group was higher than the control group(P<0.05).The total rate of recent complications in the study group was lower than that in the control group(7.84%VS 23.53%,P<0.05).The total incidence of long-term complications in the study group was lower than that in the control group(43.14%VS 78.43%,P<0.05).Emotional status score,physical status score,functional status score,social and family status score,BSS score,FACT-BL total score of the two groups 6 months after surgery(study group:20.25±2.36,24.92±1.87,25.65±1.11,26.02±1.14,32.75±1.76,129.59±5.74;Control group:18.65±3.10,20.18±3.02,23.51±1.29,21.51±2.24,30.26±3.07,114.10±10.37)and preoperative(study group:14.27±3.56,16.57±3.58,17.27±2.35,17.49±2.64,23.41±5.25,89.02±13.62;Control group:14.39±3.44,16.47±3.25,17.22±2.34,17.55±2.59,23.43±5.25,89.25±13.62)were increased(P<0.05),and the study group was higher than the control group(P<0.05).Conclusion The application of multifunctional ureteral stent in patients with ureteral cutaneous stomy with total cystotomy can effectively improve the adaptability of stomy,promote the recovery of renal function,reduce the risk of short-term and long-term complications,and improve the quality of life of patients.
3.Ultrasound vector flow imaging combined with singular value decomposition filtering for depicting deep microvasculature flow velocity of liver
Huarong YE ; Yi TIAN ; Qi WANG ; Jing YU ; Bingsong LEI ; Haiman HU ; Ge ZHANG
Chinese Journal of Medical Imaging Technology 2024;40(2):280-284
Objective To observe the value of ultrasound vector flow imaging(VFI)combined with singular value decomposition(SVD)filtering for depicting deep microvasculature flow velocity of liver.Methods Grayscale ultrasound,CDFI and contrast-enhanced ultrasound(CEUS)were prospectively performed in a patient with suspected liver hemangioma.Images of CEUS were dealt with SVD filtering.Cross-correlation algorithm was used to obtain images of VFI based on grayscale ultrasound,original CEUS and SVD filtered CEUS,respectively,and the ability of the above images for depicting liver microvascular flow direction and velocity were compared.Results The signal-to-noise ratio(SNR)of liver grayscale ultrasound,original CEUS and SVD filtered CEUS images was 7.56,17.65 and 22.43 dB,respectively,while their contrast-to-issue ratio(CTR)was 1.12,7.56 and 16.34 dB,respectively.Compared with VFI based on grayscale ultrasound and original CEUS,VFI based on SVD filtered CEUS could display faster velocity and more uniform direction of blood flow.Before and after SVD filtering,liver microvascular flow velocity measured with VFI was 1.91(0.81,4.11)and 6.83(4.25,9.41)mm/s,respectively,which were significantly different(Z=-10.671,P<0.001).Conclusion Combined with SVD filtering could significantly improve the efficiency of VFI for depicting liver deep microvasculature flow velocity.
4.Analysis on clinicopathology and prognosis of primary IgA nephropathy in children with massive proteinuria
Hua XIA ; Yubing WEN ; Chaoying CHEN ; Juan TU ; Huarong LI ; Haiyun GENG ; Nannan WANG ; Yongli HUANG
Chinese Journal of Nephrology 2024;40(1):36-41
Objective:To investigate the clinicopathological features and the prognosis of IgA nephropathy (IgAN) in children with massive proteinuria.Methods:It was a retrospective cohort study. Clinical data of IgAN children with massive proteinuria admitted to the Department of Nephrology, Children's Hospital Affiliated to Capital Institute of Pediatrics from January 2008 to December 2021 were retrospectively analyzed. Patients were divided into effective group and ineffective group according to whether urine protein turned negative after 6 months of initial treatment. The follow-up endpoint event was defined as a reduction in proteinuria of less than 50% or end-stage renal disease (ESRD) achievement. MedCalc software was used to perform Kaplan-Meier survival analysis, and Log-rank test was used to compare the difference of renal survival between the two groups.Results:A total of 127 patients were diagnosed as primary IgAN by renal biopsy, of whom 57 patients with IgAN showed massive proteinuria. These 57 IgAN patients with macroproteinuria accounted for 44.9% of the total IgAN patients and were enrolled in the study. Among the 57 cases, 33 cases (57.9%) were Lee's grade Ⅲ, 11 cases (19.3%) were below Lee's grade Ⅲ, and 13 cases (22.8%) were above Lee's grade Ⅲ. The follow-up time was 4.0 (3.0,5.8) years. In the initial treatment, among 57 patients, 46 (80.7%) were effective (effective group) and 11 (19.3%) were ineffective (ineffective group). Compared with the effective group, the ineffective group had a higher proportion of concurrent AKI at the onset of disease and longer recovery time of renal function, with significant difference (7/11 vs. 13/46, χ2=4.878, P=0.027). Compared with the effective group, the proportion of Lee grade Ⅲ or above was higher in the ineffective group, and the difference was statistically significant (5/11 vs. 8/46, χ2=3.971, P=0.046). There were significant differences in endocapillary hypercellularity (E1), segmental glomerulosclerosis or adhesion (S1) and cellular/fibrocellular crescents (C2) of Oxford classification between IgAN children with Lee grade Ⅲ or below and those over Lee grade Ⅲ (11/13 vs. 20/44, χ2=6.204, P=0.013; 12/13 vs. 17/44, χ2=11.566, P=0.001; 9/13 vs. 7/44, χ2=14.131, P=0.001). Among 57 patients, endpoint events occurred in 2 patients who both were urinary protein unmitigated, and none of the children progressed to ESRD. There was no significant difference in cumulative renal survival between the two groups by Kaplan-Meier survival analysis and Log-rank test ( χ2=0.537, P=0.460) after addition of calcineurin inhibitors (CNIs) to the initial treatment ineffective group. Conclusions:Macroproteinuria is the prominent manifestation of IgAN in children. The pathological type is mainly Lee grade Ⅲ. Children with macroproteinuria have a good prognosis in the short and medium term after active treatment. For IgAN with macroproteinuria that does not respond well to initial treatment, AKI is more common at onset, and renal function recovery time is longer. The application of CNIs may have a certain effect on improving the renal outcome of IgAN with massive proteinuria.
5.Construction and validation of a risk prediction model for the delayed healing of venous leg ulcers
Siyuan HUANG ; Xinjun LIU ; Xi YANG ; Mingfeng ZHANG ; Dan WANG ; Huarong XIONG ; Zuoyi YAO ; Meihong SHI
Chinese Journal of Nursing 2024;59(13):1600-1607
Objective To construct and validate a risk prediction model for delayed healing of venous leg ulcer(VLU),so as to provide a reference basis for early identification of people at high risk of delayed healing.Methods Using a convenience sampling method,331 VLU patients attending vascular surgery departments in 2 tertiary A hospitals in Sichuan Province from January 2018 to December 2022 were selected as a modeling group and an internal validation group,and 112 patients admitted to another tertiary A hospital were selected as an external validation group.Risk factors for delayed healing in VLU patients were screened using univariate analysis,LASSO regression,and multivariate logistic regression analysis,and a risk prediction model was constructed using R software,and the predictive effects of the models were examined using the area under the receiver operating characteristic curve,the Hosmer-Lemeshow test,decision curve,and the bootstrap resampling for internal validation and spatial external validation were performed,respectively.Results The predictors that ultimately entered the prediction model were diabetes(OR=4.752),deep vein thrombosis(OR=4.104),lipodermatosclerosis(OR=5.405),ulcer recurrence(OR=3.239),and ankle mobility(OR=5.520).The model had good discrimination(AUC:0.819 for internal validation and 0.858 for external validation),calibration(Hosmer-Lemeshow test:χ2=13.517,P=0.095 for internal validation and χ2=3.375,P=0.909 for external validation)and clinical validity.Conclusion The model constructed in this study has good differentiation and calibration,and it can effectively predict people at high risk of delayed healing of VLU,which facilitates targeted clinical interventions to improve ulcer outcomes and reduce the risk of delayed ulcer healing.
6.Application of singular value decomposition filtering in the assessment of perioperative contrast-enhanced ultrasound of microwave ablation of thyroid nodules
Nan LI ; Haiman HU ; Bingsong LEI ; Qi WANG ; Huarong YE
China Medical Equipment 2024;21(6):96-100
Objective:To explore the application value of singular value decomposition(SVD)in optimizing the image quality of contrast-enhanced ultrasound(CEUS)and perioperative CEUS assessment of microwave ablation(MWA)for thyroid nodule.Methods:The data sets of two-dimensional ultrasound and CEUS images of two patients with thyroid nodules,who underwent MWA in China Resources&Wisco General Hospital affiliated to Wuhan University of Science and Technology from April 2023,were collected.The contrast images based on CEUS images after SVD filtering were obtained according to the normalized cross-correlation algorithm,and the differences of signal-to-noise ratio(SNR)and micro-vessel density(MVD)between the contrast images after SVD filtering and original CEUS images were compared.Results:Compared with the original CEUS images of thyroid nodules before and after MWA,the contrast images that were processed by SVD filtering can more clearly show the vascular structure with thyroid nodules,and can detect more signals of blood flow.The results showed that the average SNR of the original CEUS images after operation was(1.07±0.66)dB,and the average SNR of the contrast images by SVD filtering after operation was(6.21±1.01)dB(t=-6.015,P=0.038).The average MVD of the original CEUS images after operation was(0.60±0.33)%,and the average MVD of the contrast images of SVD filtering after operation was(5.42±0.67)%(t=-9.076,P=0.029).It can show that the SNR and MVD of the contrast images of SVD-filtering after operation were significantly higher than these of the original CEUS images after operation,and the results of these studies were significant.Conclusion:SVD filtering can effectively suppress noise and enhance the signals of micro-blood flow.The improved quality of contrast images can be used in the accurate diagnosis of perioperative MWA of thyroid nodules,it can sensitively detect the residually incomplete areas of ablation after operation,so as to guide clinicians to carry out more thorough ablation treatment and provide decision support for the assessment of curative effect of accurate ablation.
7.Fire needle therapy combined with bladder function training for neurogenic bladder caused by spinal cord injury: a randomized controlled trial.
Yan DONG ; Zhengang LIU ; Yuan LIU ; Huarong LI ; Ran YU ; Weixing LIU ; Xiurong YANG ; Dongsheng WANG
Chinese Acupuncture & Moxibustion 2024;44(12):1395-1400
OBJECTIVE:
To observe the clinical effect and safety of fire needle therapy combined with bladder function training on neurogenic bladder (NB) caused by spinal cord injury.
METHODS:
A total of 60 patients with NB caused by spinal cord injury were randomly divided into an observation group and a control group , with 30 cases in each group. On the basis of conventional treatment with western medicine, the bladder function training was adopted in the control group, once a day and for 4 weeks. In the observation group, on the basis of the interventions as the control group, fire needling was operated at bilateral Sanyinjiao (SP 6) and Guanyuan (CV 4) and Zhongji (CV 3), once every two days and for 4 weeks (14 interventions in total). Separately, at the baseline and in 2 and 4 weeks of interventions, the urination conditions (average daily urination frequency, average daily leakage frequency, average daily single urination volume) were recorded in the two groups; the urodynamic parameters (maximum flow rate [Qmax], maximum detrusor pressure at maximum flow rate [PdetQmax], residual urine volume [RUA], maximum cystometric capacity [MCC], and bladder pressure) were detected; the neurogenic bladder symptom score (NBSS), urinary symptom distress score (USDS) were observed. Before and after treatment, the score of World Health Organization quality of life assessment scale-brief (WHOQOL-BREF) was observed in the two groups. The therapeutic effect, the incidence of urinary infection, and the safety were evaluated.
RESULTS:
In 2 and 4 weeks of interventions, the average daily urination frequency, the average daily leakage frequency, RUA, and the scores of NBSS and USDS decreased in the two groups when compared with the baseline (P<0.05). In 4 weeks of interventions, the above-mention outcomes were lower than those in 2 weeks of interventions (P<0.05); and the results in the observation group were lower in 2 and 4 weeks of interventions when compared with the control group (P<0.05). In 2 and 4 weeks of interventions, the average daily single urination volume, Qmax, PdetQmax, MCC, and bladder pressure increased in the two groups compared with the baseline (P<0.05). In 4 weeks of interventions, the above-mention outcomes were elevated in comparison with those in 2 weeks of interventions (P<0.05); and except for bladder pressure, the results in the observation group in 2 and 4 weeks of interventions were higher when compared with the control group (P<0.05). In 4 weeks of interventions, the scores of each dimension and the total scores of WHOQOL-BREF increased in comparison with the baseline in the two groups (P<0.05), and the scores of the observation group were higher than those of the control group (P<0.05). The incidence of urinary infection was 0% (0/30) in the observation group and 10.0% (3/30) in the control group, without significant difference (P>0.05). The total effective rate of the observation group was 93.3% (28/30), which was higher than that (73.3%, 22/30) of the control group (P<0.05). No serious adverse reactions occurred in the patients of the observation group.
CONCLUSION
Fire needle therapy combined with bladder function training can effectively relieve the clinical symptoms, ameliorate urination, restore bladder function and improve the quality of life in the patients with NB caused by spinal cord injury. This therapeutic regimen presents a high safety in practice.
Humans
;
Spinal Cord Injuries/therapy*
;
Female
;
Male
;
Acupuncture Therapy
;
Middle Aged
;
Adult
;
Urinary Bladder, Neurogenic/etiology*
;
Urinary Bladder/physiopathology*
;
Urination
;
Young Adult
;
Treatment Outcome
;
Aged
;
Adolescent
;
Combined Modality Therapy
8.Establishment and evaluation of a method for identifying the random error in the quantitative measurement procedure based on back propagation neural network
Yufang LIANG ; Huarong ZHENG ; Zhe WANG ; Xiang FENG ; Zewen HAN ; Biao SONG ; Huali CHENG ; Qingtao WANG ; Rui ZHOU
Chinese Journal of Laboratory Medicine 2022;45(5):543-548
Objective:To establish and evaluate a new real-time quality control method that can identify the random errors by using the backpropagation neural network (BPNN) algorithm and taking blood glucose test as an example.Methods:A total of 219 000 blood glucose results measured by Siemens advia 2 400 analytical system from January 2019 to July 2020 and derived from Laboratory Information System of Beijing Chaoyang Hospital Laboratory Department was regarded as the unbiased data of our study. Six deviations with different sizes were introduced to generate the corresponding biased data. With each biased data, BPNN and MovSD algorithms were used and tested, and then evaluated by traceability method and clinical method.Results:For BPNN algorithm, the block size was pre-set to 10 and the false-positive rate in all biases was within 0.1%. For MovSD, however, the optimal block size and exclusive limit were 150 and 10% separately and its false-positive rate in all biases was 0.38%, which was 0.28% higher than BPNN. Especially, for the least two error factors of 0.5 and 1, all the random errors were not detected by MovSD; for the error factor larger than 1, random errors could be detected by MovSD but the MNPed was higher than that of BPNN under all deviations. The difference was up to 91.67 times. 460 000 reference data were produced by traceability procedure. The uncertainty of BPNN algorithm evaluated by these reference data was only 0.078%.Conclusion:A real-time quality control method based on BPNN algorithm was successfully established to identify random errors in analytical phase, which was more efficient than MovSD method and provided a new idea and method for the identification of random errors in clinical practice.
9.Discovery of pulmonary fibrosis inhibitor targeting TGF-β RI in Polygonum cuspidatum by high resolution mass spectrometry with in silico strategy
Huarong XU ; Jiameng QU ; Jian WANG ; Kefei HAN ; Qing LI ; Wenchuan BI ; Ran LIU
Journal of Pharmaceutical Analysis 2022;12(6):860-868
Pulmonary fibrosis(PF)is an irreversible lung disease that is characterized by excessive scar tissue with a poor median survival rate of 2-3 years.The inhibition of transforming growth factor-β receptor type-Ⅰ(TGF-β RI)by an appropriate drug may provide a promising strategy for the treatment of this disease.Polygonum cuspidatum(PC)is a well-known traditional Chinese herbal medicine which has an anti-PF effect.Accordingly,a combination of high resolution mass spectrometry with an in silico strategy was developed as a new method to search for potential chemical ingredients of PC that target the TGF-β RI.Based on this strategy,a total of 24 ingredients were identified.Then,absorption,distribution,meta-bolism,and excretion(ADME)-related properties were subsequently predicted to exclude compounds with potentially undesirable pharmacokinetics behaviour.Molecular docking studies on TGF-β RI were adopted to discover new PF inhibitors.Eventually,a compound that exists in PC known as resveratrol was proven to have excellent biological activity on TGF-β RI,with an ICso of 2.211 μM in vitro.Furthermore,the complex formed through molecular docking was tested via molecular dynamics simulations,which revealed that resveratrol had strong interactions with residues of TGF-β RI.This study revealed that resveratrol has significant potential as a treatment for PF due to its ability to target TGF-β RI.In addition,this research demonstrated the exploration of natural products with excellent biological activities toward specific targets via high resolution mass spectrometry in combination with in silico technology is a promising strategy for the discovery of novel drugs.
10.Application of new evaluation system based on virtual simulation system in experimental teaching of functional science
Tingting ZHAO ; Lijuan YU ; Yan WANG ; Yanqing GENG ; Huarong YU ; Liling LIU ; Yingbo LI
Chinese Journal of Medical Education Research 2022;21(6):669-672
Objective:To explore the application effect of a new evaluation system based on virtual simulation system in the evaluation of functional science experiment teaching.Methods:The data of students' learning in the 2019-2020 academic year were collected, and the impact of using virtual simulation teaching system on the achievement of teaching goals under the new teaching evaluation standard was comparatively analyzed. Questionnaire survey was conducted to study students' evaluation on the virtual simulation teaching system. SPSS 22.0 was used for chi-square test.Results:The students who used the new formative evaluation standard had a virtual academic excellence rate of 75.49% (308/408), while the unused students had an excellence rate of only 32.22% (135/419), with significant differences ( P<0.01). The number of virtual simulation items required for different teaching objectives were 4, 11 and 14, respectively, and the corresponding students' virtual simulation system outstanding rate was 99.19% (246/248), 93.14% (380/408), 84.72% (488/576), with significant differences ( P<0.01). And 93.8% (348/371) students thought the learning of the virtual simulation system could help improve the success rate of the experiment, and 93.26% (346/371) of the students believed that it had improved the ability to analyze and deal with unexpected problems in the experimental class. Conclusion:The new evaluation system based on the virtual simulation system can promote the improvement of the experimental teaching quality of functional science.

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